Outcome Based Pricing

topic on 8 shows · 18 statements across 16 episodes

Latent Space the Neon Show No Priors the Startup Ideas Podcast the MAD Podcast the a16z Podcast Big Technology 20VC

18 statements about Outcome Based Pricing, every show

Krieger: Outcome-based pricing is very hard for general LLM work
“It gets so much fuzzier on these like tasks that we actually ask Claude these days. Like I had a strategy document. I use Claude to critique my strategy document like. What was the outcome? It's like, well, I don't know. It's like, tell me how the strategy goe…”
Mike Krieger Jun 26, 2026 ▶ 2:53:00 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Krieger: Outcome-based AI pricing will be extremely difficult for broad knowledge work.
“It gets so much fuzzier on these like tasks that we actually ask Claude these days. Like I had a strategy document. I use Claude to critique my strategy document. Like, What was the outcome? It's like, well, I don't know. It's like, tell me how the strat…”
Mike Krieger Jun 25, 2026 ▶ 33:27 Anthropic's Labs Lead On Fable's Capabilities + Building AI-Native Products — With Mike Krieger
NO PRIORS Insight
Nadella: Enterprise customers reject outcome pricing once results materialize
“Most people love outcomes until they have an outcome, because once you have an outcome, it's like giving away royalty, right? I mean, I've talked to customers who love, you know, outcome based pricing, and I say, I'm all in until they, oh my God, like, what ar…”
Satya Nadella Jun 4, 2026 ▶ 22:49 We Need An Ecosystem in AI, And Every Company Can Win A Place In It
Nadella: Customers reject outcome-based pricing once outcomes materialize
“Most people love outcomes until they have an outcome. Because once you have an outcome, it's like giving away royalty, right? I mean, I've talked to customers who love, you know, outcome-based pricing, and I say, I'm all in until they, oh my God, like, what ar…”
Satya Nadella Jun 3, 2026 ▶ 22:01 Satya Nadella on AI: @NoPriorsPodcast x Latent Space Crossover Special at Microsoft Build 2026
LATENT SPACE Disclosure
Most Chatbase enterprise customers still prefer usage-based pricing over outcome-based pricing
“We started to like give some bigger customers the option to do that. And I think most of them still choose like the usage based, but some do choose the outcome based.”
Yasser Elsaid May 2, 2026 ▶ 40:32 ⚡️ Competing with ChatGPT and Sierra, building a $10M ARR company — Yasser Elsaid, Founder, Chatbase
Defining what qualifies as a resolution is the flaw in outcome-based pricing
“I think the only bigger, big problem with the outcome based is the definition of the outcome. Like you can call anything a resolution.”
Yasser Elsaid May 2, 2026 ▶ 40:44 ⚡️ Competing with ChatGPT and Sierra, building a $10M ARR company — Yasser Elsaid, Founder, Chatbase
20VC Insight
Rajaram: Seat pricing fails when AI executes work instead of providing access
“Now, the big challenge is seed based pricing, which you alluded to, is it breaks when the product's core value is not about access, but it's about something doing the work on your behalf. So at that point, charging per user doesn't make sense because user isn'…”
Gokul Rajaram Mar 16, 2026 ▶ 32:24 Gokul Rajaram: How to Analyse for Durability and Defensibility in a World of AI · 20VC with Harry Stebbings
a16z Insight
Cannon-Brookes: Outcome-Based Pricing Friction Escalates in Year Two
“The problem with say customer service where I've saved you know, you used to spend 20 dollars on customer service with our tool, you'll only spend 10. That's a great sales pitch in year one. In year two, the customer goes, but I only spend 10. Now I want to sp…”
Mike Cannon-Brookes Mar 6, 2026 ▶ 32:57 Atlassian CEO on the SaaS Apocalypse, AI Agents & What Comes Next
a16z Assertion Not checkable as stated
George: Outcome-based pricing is currently only feasible in customer support
“The only area where that's really possible today to pull off is, is probably customer support, customer success, because you can kind of objectively measure the resolution of something.”
David George Feb 9, 2026 ▶ 12:35 AI Markets: Deep Dive with a16z's David George
a16z Insight
Sherman Wu: Usage-based pricing naturally approximates outcome-based pricing in AI
“On outcome-based pricing it sounds very appealing, like, if it can work, but one thing that we've started realizing is it actually ends up correlating quite a bit with usage-based pricing, especially with test time compute. Like, if the thing is just, like, th…”
Sherman Wu Nov 28, 2025 ▶ 35:53 How OpenAI Builds for 800 Million Weekly Users: Model Specialization and Fine-Tuning
NEON SHOW Prediction Not checkable as stated
Ghosh: IT Services Will Shift From Time-and-Materials to Outcome-Based Pricing
“I think, today, a lot of the economic model is time and materials. It is going to go towards outcome-based pricing.”
Bhaskar Ghosh Nov 21, 2025 ▶ 47:00 How AI Will Disrupt India’s IT Services Industry And Its 1.5M Engineers/Year | Bhaskar Ghosh, 8VC
Isenberg: Usage and outcome-based pricing is the fastest path to $1B
“I tend to think that the usage based pricing and outcome based pricing is the most fastest way to a billion.”
Greg Isenberg Aug 7, 2025 ▶ 19:53 Making $$$ with Sam Altman's Solopreneurship Thesis with GPT5
MAD Prediction Not checkable as stated
AI software pricing will shift to outcome-based models within five years
“I think it's where actually like the market equilibrium, like where clearing will actually happen, you know, two, three, five years from now is experimenting with new pricing models, like outcome based pricing and actually increasingly using outcome based pric…”
Emily Glassberg Sands Jul 10, 2025 ▶ 1:08:57 The Rise of Agentic Commerce — Emily Glassberg Sands (Stripe)
20VC Prediction Not checkable as stated
Marable: Traditional SaaS Per-Seat Pricing Will Shift to Outcome-Based Models
“The expectations of clients are going to change. And I think outcome-based pricing is a way to catch on to the new wave where people really want to pay for results, and they don't want to pay for the right to use the software. But I can't predict the future, b…”
Reggie Marable May 2, 2025 ▶ 27:07 20Sales: Sierra: Inside Silicon Valley's Fastest Growing Sales Machine & How to Prospect, Outbound and Close Enterprise Deals in AI
20VC Insight
Stebbings: Outcome-based pricing is impossible with a human in the loop
“When you look at like outcome based pricing, it is impossible unless it is completely non-human in the loop, because otherwise there's always going to be this continuous debate.”
Harry Stebbings Mar 17, 2025 ▶ 5:42 Yamini Rangan, CEO @ HubSpot: How HubSpot Competes Against Salesforce · 20VC with Harry Stebbings
LATENT SPACE Disclosure
Sierra Charges Enterprise Customers Outcome-Based Pricing for Successful Agent Resolutions
“In our customer base, we do what's called outcome based pricing. So essentially every time the AI agent solves the problem or saves a customer or whatever it might be, there's a pre-negotiated rate for that.”
Bret Taylor Feb 11, 2025 ▶ 33:02 The AI Architect: Bret Taylor
NO PRIORS Disclosure
Taylor: Sierra charges based on completed outcomes rather than tokens
“At Sierra, we're really focused on what we call outcome-based pricing, you know, charging for the job done.”
Bret Taylor Sep 19, 2024 ▶ 24:40 No Priors Ep. 82 | With CEO of Sierra Bret Taylor
NO PRIORS Opinion
Taylor: Outcome-based pricing could be as big as the SaaS subscription model
“That's another really powerful part of software as a service in the era of AI, is I think you can, you know, I think the best AI companies are aligning their business model with their customers' business models charging for the outcome, you know, and I think t…”
Bret Taylor Sep 19, 2024 ▶ 24:48 No Priors Ep. 82 | With CEO of Sierra Bret Taylor

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